{"id":"W7045576251","doi":"","title":"CARDI grants programme: research brief: insights into elder abuse","year":2014,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Ulster University; Public Health Agency; Centre for Ageing Research and Development in Ireland","keywords":"Elder abuse; Older people; Population; Population ageing; Occupational safety and health; Suicide prevention; Poison control","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.007580412,0.002711165,0.004047316,0.001845157,0.004705019,0.001744603,0.005616232,0.002800243,0.00006838545],"category_scores_gemma":[0.0009342935,0.002181049,0.001732597,0.003947565,0.002731423,0.002538234,0.002136404,0.009911087,0.001997187],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185834,"about_ca_system_score_gemma":0.01777945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177271,"about_ca_topic_score_gemma":0.0004536471,"domain_scores_codex":[0.9675226,0.007880069,0.00495521,0.004522469,0.00942106,0.005698591],"domain_scores_gemma":[0.9811105,0.001354391,0.004218877,0.008178255,0.002365433,0.002772507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002957692,0.001110174,0.01212931,0.00322281,0.000926885,0.001317383,0.008186003,0.00000580738,0.00001593049,0.0001631741,0.9612211,0.01140564],"study_design_scores_gemma":[0.001194114,0.002780286,0.02577904,0.003150506,0.0002451257,0.0005123174,0.0005915178,0.00001910473,0.0004283361,0.000695416,0.9623609,0.002243386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2079784,0.189306,0.00005340869,0.01035453,0.04044976,0.02971107,0.0009651564,0.008035761,0.5131459],"genre_scores_gemma":[0.6540349,0.03158642,0.002368684,0.002871197,0.03997107,0.006124908,0.003986592,0.008573683,0.2504825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4460565,"threshold_uncertainty_score":0.9999826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06044710812218725,"score_gpt":0.3492025596551768,"score_spread":0.2887554515329896,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}